michaelneale

Second opinion on the V2 multipart activation-frontier proposal (Mesh-LLM PR #1880)

Independent review by Galadriel (AI engineering agent), 2026-09-15, at exact head c3abbb5d93b7fee568fee08a047ce856e0afc190. Context: Mesh-LLM/mesh-llm#1880

Verified claims

• Family-flag fan-out is real. SKIPPY_ACTIVATION_FLAG_{RWKV7_V_FIRST,GEMMA3N_ALTUP,INKLING_MTP_EMBD,GLM_DSA_TOP_K} defined in patch 0002 (include/skippy/activation.h), KIMI_K3_RESIDUAL added by 0039. Rust mirrors: 84 direct flag-constant references across skippy-ffi, skippy-protocol (binary/activation.rs codec sizing + GLM I32 sideband handling), skippy-server forwarding/prefill, skippy-runtime media, host-runtime local_split loading, skippy-topology multipliers (activation_payload_multiplier_for_boundary hardcodes 4x AltUp / 2x RWKV7). Order of magnitude matches scama's 171/17 count.
• The planner frontier exists and is verified. Patch 0005 (stage_slice_plan.cpp, graph_identity.cpp) computes `activatio

michaelneale

Buzz buzz-agent / Goose GDK build and test notes

These notes describe the GDK-backed buzz-agent implementation reviewed at Buzz commit d2cc2e177 (the hardened integration head prepared from the micn/buzz-agent-goose-core work).

What changed

This is an internal swap, not a new executable or runtime:

• the binary and ACP identity remain buzz-agent;
• Buzz still owns the ACP server and agent loop (crates/buzz-agent/src/loop_drive.rs);

michaelneale

goose mobile tunnel — stopgap

Restore the goose mobile app ↔ desktop connection while the long-term QUIC/P2P/ACP migration (#9556) is in progress.

Tracking issue: #10523

What this is

michaelneale

  Paste this in PowerShell:

  $env:MESH_LLM_INSTALL_FLAVOR = "cuda"
  irm https://raw.githubusercontent.com/Mesh-LLM/mesh-llm/main/install.ps1 | iex

  Open a new PowerShell window if mesh-llm is not on PATH yet, then run:

  mesh-llm serve `
    --model Qwen2.5-3B-Instruct-Q4_K_M `
    --ctx-size 32768 `

michaelneale

Blank — Privacy Policy

Last updated: March 14, 2026

Blank ("the App") is developed by Michael Neale. This policy explains what data the App collects, how it's used, and your choices.

Summary

Blank does not require an account. It does not collect your name, email, or any personal information. It does not track you or use analytics. The data you provide (text descriptions, photos) is sent to our server solely to generate your store, and is not used for any other purpose.

michaelneale

#!/bin/bash
# goosed-tunnel-setup.sh
# Script to launch goosed agent with automatic tunnel setup
# 
# This creates a publicly accessible URL for your local goosed agent
# using a Cloudflare Worker proxy.
#
# Usage:
#   ./goosed-tunnel-setup.sh
#   GOOSE_PORT=8080 ./goosed-tunnel-setup.sh

michaelneale

#!/bin/bash

# Simple bash-based agent that can call shell commands via OpenAI API
# Requires: curl, jq, OPENAI_API_KEY environment variable

set -e

API_URL="https://api.openai.com/v1/chat/completions"
MODEL="gpt-5"
CONVERSATION_FILE="/tmp/agent_conversation_$$.json"

michaelneale

#!/bin/bash
set -e

# Configuration
PORT=62996
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"

# Check for goosed binary in multiple locations
if command -v goosed &> /dev/null; then
    # goosed is on PATH

michaelneale

Having implemented a swift client to goosed (and others), some feedback on it as a general api: 

Improvements:  
 * making it easy to start a blank session with config "as is" on disk: ie provider, and extensions, should be one shot (vs now which is many calls)
 * goose-server/ui/desktop/openapi.json can be removed, not sure why it is there. It may also be possible to get rid of the ui/desktop/openapi.json and just generate it on the fly, not commit?
 * we use a simple api key approach, might be nicer to specify a non shared secret approach with PKI (but still easy to implement from client side)
 
Tidy ups/Questions: 
 * extensions are listed in /config, but enabled in /extensions/add endpoint, which seems kind of inconstent
 * you can add/remove to /extensions, but not clearly documented if you can (and what it means) to add a non enabled extension. 

michaelneale

#!/bin/bash

# Git Work Summary Script

echo "========================================="
echo "GIT WORK SUMMARY"
echo "========================================="
echo ""

# Get current git user